SOTAVerified

Speech Synthesis

Speech synthesis is the task of generating speech from some other modality like text, lip movements etc.

Please note that the leaderboards here are not really comparable between studies - as they use mean opinion score as a metric and collect different samples from Amazon Mechnical Turk.

( Image credit: WaveNet: A generative model for raw audio )

Papers

Showing 251300 of 1249 papers

TitleStatusHype
SDS-200: A Swiss German Speech to Standard German Text CorpusCode0
Self-Supervised Learning for Speech Enhancement through SynthesisCode0
SaSLaW: Dialogue Speech Corpus with Audio-visual Egocentric Information Toward Environment-adaptive Dialogue Speech SynthesisCode0
SampleRNN: An Unconditional End-to-End Neural Audio Generation ModelCode0
Robust and fine-grained prosody control of end-to-end speech synthesisCode0
Systematic Inequalities in Language Technology Performance across the World's LanguagesCode0
Articulatory Feature Prediction from Surface EMG during Speech ProductionCode0
RawNet: Fast End-to-End Neural VocoderCode0
PromptTTS: Controllable Text-to-Speech with Text DescriptionsCode0
Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning ModelsCode0
ChatGPT in the context of precision agriculture data analyticsCode0
Preparing an Endangered Language for the Digital Age: The Case of Judeo-SpanishCode0
Read the Room: Adapting a Robot's Voice to Ambient and Social ContextsCode0
Phrase break prediction with bidirectional encoder representations in Japanese text-to-speech synthesisCode0
Parallel WaveNet: Fast High-Fidelity Speech SynthesisCode0
Partial Rank Similarity Minimization Method for Quality MOS Prediction of Unseen Speech Synthesis Systems in Zero-Shot and Semi-supervised settingCode0
One-Class Learning with Adaptive Centroid Shift for Audio Deepfake DetectionCode0
CaloFlow II: Even Faster and Still Accurate Generation of Calorimeter Showers with Normalizing FlowsCode0
NVC-Net: End-to-End Adversarial Voice ConversionCode0
OmniDRCA: Parallel Speech-Text Foundation Model via Dual-Resolution Speech Representations and Contrastive AlignmentCode0
A Fast and Accurate Pitch Estimation Algorithm Based on the Pseudo Wigner-Ville DistributionCode0
Neural Voice Cloning with a Few SamplesCode0
Neural Autoregressive FlowsCode0
Multimodal Latent Language Modeling with Next-Token DiffusionCode0
Multi-view Temporal Alignment for Non-parallel Articulatory-to-Acoustic Speech SynthesisCode0
Recurrent Quantum Neural NetworksCode0
Systematic Inequalities in Language Technology Performance across the World’s LanguagesCode0
Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2SeqCode0
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy PreservationCode0
Maximizing Mutual Information for TacotronCode0
MelNet: A Generative Model for Audio in the Frequency DomainCode0
Mlphon: A Multifunctional Grapheme-Phoneme Conversion Tool Using Finite State TransducersCode0
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLMCode0
Location-Relative Attention Mechanisms For Robust Long-Form Speech SynthesisCode0
Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic ForgettingCode0
Learning pronunciation from a foreign language in speech synthesis networksCode0
Language Technology Programme for Icelandic 2019-2023Code0
A Variational Prosody Model for the decomposition and synthesis of speech prosodyCode0
JSSS: free Japanese speech corpus for summarization and simplificationCode0
Jejueo Datasets for Machine Translation and Speech SynthesisCode0
JSUT corpus: free large-scale Japanese speech corpus for end-to-end speech synthesisCode0
Intra- and Inter-modal Context Interaction Modeling for Conversational Speech SynthesisCode0
Integrated Speech and Gesture SynthesisCode0
Investigation of enhanced Tacotron text-to-speech synthesis systems with self-attention for pitch accent languageCode0
Improving Self-Supervised Learning-based MOS Prediction NetworksCode0
Independent and automatic evaluation of acoustic-to-articulatory inversion modelsCode0
Learning latent representations for style control and transfer in end-to-end speech synthesisCode0
High Fidelity Speech Synthesis with Adversarial NetworksCode0
Humane Speech Synthesis through Zero-Shot Emotion and Disfluency GenerationCode0
Hierarchical Generative Modeling for Controllable Speech SynthesisCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PeriodWave-Turbo-LPESQ4.45Unverified
2BigVGAN-v2PESQ4.36Unverified
3EVA-GAN-bigPESQ4.35Unverified
4PeriodWave + FreeUPESQ4.25Unverified
5RFWavePESQ4.23Unverified
6BigVSAN (w/ snakebeta)PESQ4.12Unverified
7BigVSANPESQ4.12Unverified
8EVA-GAN-basePESQ4.03Unverified
9BigVGANPESQ4.03Unverified
10VocosPESQ3.7Unverified
#ModelMetricClaimedVerifiedStatus
1Tacotron 2Mean Opinion Score4.53Unverified
2WaveNet (Linguistic)Mean Opinion Score4.34Unverified
3WaveNet (L+F)Mean Opinion Score4.21Unverified
4TacotronMean Opinion Score4Unverified
5HMM-driven concatenativeMean Opinion Score3.86Unverified
6LSTM-RNN parametricMean Opinion Score3.67Unverified
7meansMean Opinion Score0Unverified
#ModelMetricClaimedVerifiedStatus
1BDDM vocoderMean Opinion Score4.48Unverified
2DiffWave LARGEMean Opinion Score4.44Unverified
3Neural HMMMean Opinion Score3.24Unverified
4Neural HMM Ablation with 1 state per phoneMean Opinion Score2.68Unverified
#ModelMetricClaimedVerifiedStatus
1WaveNet (L+F)Mean Opinion Score4.08Unverified
2LSTM-RNN parametricMean Opinion Score3.79Unverified
3HMM-driven concatenativeMean Opinion Score3.47Unverified
#ModelMetricClaimedVerifiedStatus
1SampleRNN (2-tier)NLL1.39Unverified
2SampleRNN (3-tier)NLL1.39Unverified